Source excerpts lack the context needed for accuracy. The useful response is a targeted correction with an observable acceptance check. That keeps the repair tied to the problem instead of turning it into an open-ended redesign.
Find the likely cause
Relevant qualifications were excluded during retrieval.
Treat this as an explanation to verify against the actual work. Look at the input, the relevant decision, and the final result together. If the evidence does not support this diagnosis, investigate the mismatch before applying a convenient but unrelated fix.
Make the targeted correction
Include the surrounding conditions and definitions.
Grounded drafting keeps the model's factual claims tied to a defined evidence set while leaving room for original explanation.
Check that the repair worked
Check that the draft preserves the source's scope and limits.
Repeat the check on the final version that the reader or customer will encounter. An approved draft, a preview, and a published result can differ; the acceptance decision should concern the version people actually use.
Prevent the next related failure
A separate issue to watch for is this: the draft cites sources but readers cannot trace claims. Associate important factual statements with their supporting source.
Monitor the useful outcome
Track supported claims, unresolved questions, and factual corrections per draft.
Keep a short record of the original symptom, the evidence behind the diagnosis, and the result of the acceptance check. That record makes the solution reusable when the same condition appears again, without assuming that every superficially similar problem has the same cause.